Keyword Extraction on WikiNews
0.55F1-score @ 10FRAKE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FRAKE2021.04 | 0.55 | — | — | |
| FRAKE2021.04 | 0.55 | 0.537 | 0.564 | |
| KP-Miner2021.04 | 0.457 | — | — | |
| KP-Miner2021.04 | 0.457 | 0.452 | 0.464 | |
| TF-IDF2021.04 | 0.454 | — | — | |
| TF-IDF2021.04 | 0.454 | 0.441 | 0.468 | |
| MultiPartite Rank2021.04 | 0.452 | — | — | |
| MultiPartite Rank2021.04 | 0.452 | 0.442 | 0.462 | |
| Topic Rank2021.04 | 0.45 | — | — | |
| Topic Rank2021.04 | 0.45 | 0.463 | 0.438 | |
| Position Rank2021.04 | 0.43 | — | — | |
| Position Rank2021.04 | 0.43 | 0.443 | 0.419 | |
| Topical Page Rank2021.04 | 0.323 | — | — | |
| Topical Page Rank2021.04 | 0.323 | 0.331 | 0.315 | |
| Expanded Rank2021.04 | 0.266 | — | — | |
| Expanded Rank2021.04 | 0.266 | 0.273 | 0.26 | |
| Single Rank2021.04 | 0.263 | — | — | |
| Single Rank2021.04 | 0.263 | 0.269 | 0.256 | |
| YAKE2021.04 | 0.153 | — | — | |
| YAKE2021.04 | 0.153 | 0.151 | 0.155 | |
| Text Rank2021.04 | 0.098 | — | — | |
| Text Rank2021.04 | 0.098 | 0.098 | 0.098 | |
| Expanded Rank2021.04 | — | — | 0.26 | |
| FRAKE2021.04 | — | — | 0.561 | |
| KP-Miner2021.04 | — | — | 0.464 | |
| MultiPartite Rank2021.04 | — | — | 0.462 | |
| Position Rank2021.04 | — | — | 0.419 | |
| Single Rank2021.04 | — | — | 0.256 | |
| Text Rank2021.04 | — | — | 0.098 | |
| TF-IDF2021.04 | — | — | 0.468 | |
| Topic Rank2021.04 | — | — | 0.438 | |
| Topical Page Rank2021.04 | — | — | 0.315 | |
| YAKE2021.04 | — | — | 0.155 |